Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
X5	2,013	Europe	White	Electric	Automatic	3.1	116,541	79,517	5,598	Low
X3	2,015	Middle East	Black	Petrol	Automatic	2	91,409	71,844	829	Low
X1	2,020	Europe	White	Hybrid	Automatic	3.8	41,809	61,336	3,859	Low
X1	2,010	Europe	White	Diesel	Automatic	4.9	12,191	66,823	9,235	High
M3	2,023	Middle East	Black	Electric	Automatic	3.9	7,385	41,441	3,240	Low
3 Series	2,017	Europe	Red	Diesel	Manual	4.3	77,847	76,253	1,587	Low
M3	2,016	Middle East	Grey	Hybrid	Manual	3	119,279	99,913	3,906	Low
X3	2,024	North America	Grey	Diesel	Automatic	1.8	164,725	31,672	2,380	Low
M5	2,020	Asia	White	Petrol	Automatic	2.1	138,933	63,549	7,725	High
X6	2,020	Africa	Silver	Hybrid	Automatic	4.9	79,094	47,364	1,424	Low
M3	2,018	North America	Blue	Diesel	Automatic	3.2	132,018	110,875	7,163	High
3 Series	2,012	South America	Red	Electric	Manual	1.5	8,587	38,330	3,720	Low
3 Series	2,011	North America	Blue	Electric	Automatic	4.8	193,369	40,829	8,019	High
M3	2,010	Europe	Silver	Hybrid	Automatic	3.2	81,757	114,135	4,433	Low
X6	2,012	Asia	Silver	Hybrid	Automatic	4.4	12,099	86,304	3,069	Low
7 Series	2,014	Asia	Blue	Diesel	Manual	3.4	38,433	48,035	8,688	High
5 Series	2,023	South America	Black	Hybrid	Manual	1.9	41,174	112,714	2,617	Low
3 Series	2,020	Africa	White	Diesel	Manual	3.7	192,220	119,909	1,345	Low
X5	2,011	Asia	Grey	Diesel	Manual	5	116,668	85,694	2,256	Low
X5	2,021	Middle East	Silver	Electric	Automatic	1.6	78,654	50,590	4,263	Low
5 Series	2,012	Europe	Black	Electric	Automatic	4.4	186,184	42,356	7,762	High
X3	2,024	Asia	White	Diesel	Automatic	2.3	170,790	113,655	5,972	Low
M3	2,024	Middle East	Red	Diesel	Automatic	2.9	150,475	50,552	9,500	High
X6	2,024	Europe	Grey	Electric	Manual	2.8	102,180	34,805	7,601	High
i8	2,013	Europe	White	Petrol	Manual	4.6	41,355	72,127	8,509	High
M5	2,016	Europe	Blue	Hybrid	Automatic	3.3	92,431	52,435	8,366	High
X1	2,022	Europe	Grey	Petrol	Automatic	3.1	14,226	61,097	9,318	High
5 Series	2,012	Europe	Grey	Diesel	Automatic	4.4	123,723	34,521	3,509	Low
7 Series	2,024	Europe	Grey	Petrol	Manual	1.7	50,816	53,417	1,517	Low
X5	2,018	Europe	Blue	Hybrid	Automatic	1.8	22,323	74,307	5,999	Low
5 Series	2,017	Europe	Black	Electric	Manual	1.6	169,597	82,881	7,643	High
7 Series	2,013	Africa	Red	Electric	Manual	3.9	44,971	119,423	1,175	Low
X1	2,022	Europe	Black	Hybrid	Manual	3.3	42,212	46,654	862	Low
X5	2,010	Middle East	White	Petrol	Manual	4.6	169,857	99,833	645	Low
5 Series	2,010	South America	Blue	Diesel	Manual	3.2	24,780	78,811	3,320	Low
i8	2,010	Europe	Red	Petrol	Manual	2.3	73,987	116,419	2,977	Low
i3	2,010	North America	Blue	Petrol	Manual	4.3	138,642	92,095	7,432	High
i8	2,017	Middle East	Grey	Hybrid	Automatic	2.5	10,727	88,209	9,825	High
i8	2,012	Asia	Black	Hybrid	Automatic	4.8	70,828	88,887	4,169	Low
7 Series	2,024	Asia	White	Hybrid	Automatic	2.4	136,352	49,854	2,718	Low
X5	2,015	Middle East	Black	Hybrid	Automatic	2.1	197,904	59,126	6,583	Low
i3	2,012	Middle East	Grey	Petrol	Automatic	3.2	124,600	78,497	7,289	High
X5	2,020	North America	Black	Hybrid	Automatic	1.7	162,051	49,596	7,157	High
X5	2,014	Asia	Red	Hybrid	Manual	1.6	54,023	37,342	7,992	High
M3	2,022	North America	Red	Diesel	Automatic	3.2	81,117	106,140	4,474	Low
X1	2,024	Europe	Red	Electric	Manual	2.3	87,155	33,172	6,853	Low
X5	2,023	Europe	White	Petrol	Manual	1.5	132,719	78,563	286	Low
X6	2,022	Middle East	Grey	Petrol	Manual	2.5	96,095	76,704	5,415	Low
X3	2,024	Europe	Grey	Petrol	Automatic	3.2	128,385	79,849	1,587	Low
i8	2,016	Middle East	Red	Hybrid	Automatic	2.9	77,144	67,383	9,034	High
X3	2,011	South America	Red	Hybrid	Automatic	2	22,425	118,545	1,400	Low
5 Series	2,015	Europe	Black	Petrol	Automatic	3.5	24,872	113,990	252	Low
X3	2,022	Middle East	Grey	Electric	Manual	4	100,748	40,449	5,980	Low
i3	2,015	Asia	Silver	Petrol	Automatic	3.9	24,274	110,835	340	Low
X3	2,020	South America	Red	Hybrid	Automatic	2.9	53,399	58,492	7,395	High
X1	2,012	North America	White	Petrol	Manual	2	198,344	62,489	8,843	High
7 Series	2,015	Asia	White	Diesel	Automatic	3.2	75,874	56,142	3,766	Low
i8	2,019	Africa	Red	Electric	Automatic	4.6	121,277	41,894	1,569	Low
X3	2,019	South America	White	Hybrid	Automatic	3.1	8,799	82,849	9,136	High
i8	2,023	South America	Blue	Diesel	Automatic	2.2	34,206	103,589	7,289	High
5 Series	2,014	South America	Silver	Electric	Manual	1.8	147,342	101,921	2,633	Low
7 Series	2,021	Africa	Silver	Hybrid	Automatic	4.8	80,919	41,347	4,863	Low
X5	2,011	Asia	Black	Diesel	Automatic	4.1	191,702	35,050	5,721	Low
5 Series	2,018	Africa	Black	Diesel	Manual	2.6	197,139	61,466	1,644	Low
i3	2,017	Asia	Silver	Hybrid	Manual	2.5	172,381	43,757	7,941	High
X5	2,012	Africa	Black	Hybrid	Automatic	4.6	159,230	52,534	1,896	Low
i3	2,017	South America	Black	Electric	Manual	2.1	23,603	39,260	3,562	Low
5 Series	2,023	South America	Black	Hybrid	Manual	3.4	63,692	35,613	2,764	Low
X6	2,018	Africa	White	Diesel	Automatic	4	97,156	114,774	2,265	Low
7 Series	2,023	Europe	Grey	Electric	Manual	2.9	37,628	48,833	6,976	Low
M5	2,024	Africa	Black	Hybrid	Automatic	1.6	61,237	96,522	682	Low
X3	2,012	Asia	White	Petrol	Automatic	2.3	20,600	111,376	5,675	Low
i3	2,012	Middle East	Blue	Electric	Manual	4.7	53,309	35,136	3,845	Low
3 Series	2,011	Middle East	Silver	Diesel	Manual	3.3	148,009	110,279	7,626	High
3 Series	2,017	Africa	Silver	Hybrid	Automatic	4.4	76,421	109,928	6,964	Low
M3	2,019	North America	Red	Petrol	Automatic	3.4	10,469	89,766	8,803	High
3 Series	2,010	South America	Blue	Hybrid	Manual	4.8	114,776	33,182	6,503	Low
i8	2,017	Middle East	Blue	Electric	Automatic	4.7	71,158	34,603	379	Low
M5	2,016	Europe	Red	Petrol	Manual	3.2	120,805	63,039	6,301	Low
5 Series	2,023	Africa	Blue	Diesel	Automatic	2.6	90,790	56,902	1,794	Low
X1	2,016	North America	Black	Petrol	Manual	3.6	15,719	72,114	4,027	Low
X6	2,012	North America	Black	Electric	Automatic	3.9	76,764	36,843	670	Low
X3	2,010	Middle East	Grey	Hybrid	Automatic	3.2	154,151	91,348	1,964	Low
X5	2,013	Asia	Blue	Petrol	Manual	4.4	130,873	89,330	2,244	Low
X6	2,018	Europe	White	Electric	Automatic	2.1	19,680	73,818	5,708	Low
M3	2,014	North America	Black	Hybrid	Manual	2.7	104,838	92,320	4,368	Low
X1	2,010	South America	Red	Petrol	Automatic	3.9	90,577	96,740	1,464	Low
i8	2,024	South America	Red	Electric	Manual	2.4	14,322	115,221	808	Low
X5	2,014	Asia	Red	Electric	Automatic	3	134,311	31,777	2,026	Low
3 Series	2,022	Europe	Red	Hybrid	Manual	4.9	8,610	52,828	6,751	Low
M3	2,017	Africa	White	Hybrid	Automatic	3.7	5,833	48,806	9,279	High
i8	2,017	Asia	Grey	Petrol	Automatic	4.8	89,814	79,741	1,505	Low
M3	2,014	Africa	Red	Petrol	Automatic	4	159,093	117,547	4,999	Low
i3	2,021	South America	White	Petrol	Automatic	4	33,293	115,679	4,000	Low
M3	2,018	South America	Red	Hybrid	Manual	3.6	39,634	104,969	1,771	Low
7 Series	2,024	Africa	Black	Electric	Manual	2	49,373	78,973	3,066	Low
M3	2,010	North America	Blue	Petrol	Manual	3.3	55,432	111,237	4,339	Low
X6	2,013	Middle East	Blue	Electric	Manual	2.4	137,284	98,650	4,469	Low
X5	2,012	Europe	White	Electric	Manual	5	185,126	99,884	3,783	Low
3 Series	2,011	Asia	Blue	Electric	Automatic	2.4	46,268	53,533	4,215	Low

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